Cases Against Womens In India

In this discriptive analysis we will be looking into CRime Against Womens that are filed dataset from data.gov.in.

This data type consist of different types of complains against womens in India from 2001 to 2015.

Columns in dataset:

##  [1] "STATE.UT"                                           
##  [2] "DISTRICT"                                           
##  [3] "Year"                                               
##  [4] "Rape"                                               
##  [5] "Kidnapping.and.Abduction"                           
##  [6] "Dowry.Deaths"                                       
##  [7] "Assault.on.women.with.intent.to.outrage.her.modesty"
##  [8] "Insult.to.modesty.of.Women"                         
##  [9] "Cruelty.by.Husband.or.his.Relatives"                
## [10] "Importation.of.Girls"

From Above we can see the cases against womens are classifier under 7 Categories.

Rape
Kidnapping and Abduction
Dowry Deaths
Assault on women with intent to outrage her modesty
Insult to modesty of Women
Cruelty by Husband or his Relatives
Importation of Girls

The Total Number Of cases Filed against womens in India between 2001 to 2015 : 2918794

Average Number of cases per year is : 1.9458610^{5}

Cases Filled Year-Wise

Line Chart indiacates aggregated number of cases over the years. We can see that the rate of increase has been increased and reducing.
Bar Graph shows the number of cases per year, which clearly hows that has been increasing over the years.
Number of cases Filed in 2015 is More Than Twice the cases Files in 2001.
Maximum Number of cases were filed on 2014 with 317361 Cases
Minimum Number of cases were filed on 2001 with 128537 Cases

NUMBER OF CASES, STATE WISE.

The Below Map will give us a clear picture about the number of cases per State in India

The Maximum Number of cases are from Uttar Pradesh followed by Andra Pradesh and West Bengal.
Nagalaya has the minimum number of cased followed by Sikkim
The Cental States have a higher number of cases when compared to other parts of India.

Now we will seeing how the cases are categorised.

We can see that more than 41% cases are classified under Cruelty by Husband or his Relatives, followed by Assault on women with intent to outrage her modesty with 23.3%.
Importation of Womens and Dowry Death Hold the bottem Position of the tabel with 0.32% and 3.9% respectively.

NOW, We will be analysis each category separately.

Rape

The below graphs will give a clear understanding of Number of Rape Cases Over the years.

Bar Graph indicates that the cases per year keeps on increasing, when compared to 2001 the number of cases in 2015 increased more than twice.
Maximum number of Rape cases were filed in the year 2014, 36735 cases were filed.
Minimum Number of Rape cases were filed in 2003 with 15357.
Line chart indicates, this is increasing at an alarming rate with year. From 2010 to 2015 the number of cases have almost doubled.

Number Of Rape Cases Filed Per Hour In India Over Years.

We can see the number Rape of cases filed per year, in each year.

We can see that in 2015, around 4 cases were filed per hour, all over india.
in 2014 , more than 4 Rape cases were filed.

Kidnapping and Abduction

There is a steap increse in the Number of Kidnapping and Abduction Cases Filled between 2001 and 2015.
from around 1.5 lak in 2010 to more than 4 lak in 2015, greater than 2 times cases over a period of 5 years

Dowry Deaths

From The Graph we can see that Dowry Death has been more or less constant over the years, since many laws has been implemented it still remains the same.

Assault on women with intent to outrage her modesty

We can see there was a sudden increase in the number of cases after 2012, and the trend been continuing.
It should be noted that Sexual Harassment of Women at Workplace (Po. evention, Prohibition and Redressal) Act, 2013 passed in 2013.

Insult to modesty of Women

Similar to Dowry Death, this graph is also a constant one. With Steady number of cases every year.

Cruelty by Husband or his Relatives

We know from the above pie chat that 41% of total cases belong to this category.
After 2005, there is a steady increase in the number of cases till 2015.
In 2015, The number of Cruelty by Husband or his Relatives cases filed across india is 13

We can see the number of cases filed in this category has been decreasing over the years. and in 2015 only 6 cases were filed under this category.
The Highest Number of cases were filed in 2005 about 148 cases.

We cannot come to a conclusing that all these cases were true, But still seeing the number of cases applied, which seems to be very high.

We Will be seeing a depth analysis of case againt womens in Tamil Nadu, District wise in Future post.